Agenten stärken
Der eigene Befehl des Herausgebers. Kein PlugMCP-Endpunkt.
Host a copy with our keys and logs.
npx -y @toolc/[email protected]Claude Code hat keinen Installationslink für einen lokalen Befehl. Kopieren Sie den Befehl unten und führen Sie ihn in einem Terminal aus.
ANTHROPIC_API_KEY=<secret> claude mcp add dev.toolc-toolc -- npx -y @toolc/cli@0.1.1In einem Terminal ausführen.
{ "mcpServers": { "dev.toolc-toolc": { "command": "npx", "args": [ "-y", "@toolc/[email protected]" ], "env": { "ANTHROPIC_API_KEY": "<secret>" } } }}claude_desktop_config.json
Remote-URL oder ein Befehl auf Ihrem Rechner? Worin sich die beiden Installationen unterscheiden
Auf PlugMCP ausführen
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
StartenVom Herausgeber
The optimizing compiler for agent tool surfaces. Point it at your MCP servers, or just a REST API's OpenAPI spec, or even a docs page, and get back one endpoint that serves a smaller, smarter tool surface: cheaper for every agent that connects, more accurate on every task, with every call logged.
Connecting N MCP servers dumps every tool definition into the model's context, degrades tool selection, and forces improvised multi-hop call chains. toolc compiles the federation instead:
Optimizing compiler for agent tools: many MCP servers or REST APIs in, one lean endpoint out.
search_x/find_x/get_x)
merge into single facade tools with deterministic routingsearch_tools/call_tool) when you want maximum context savings131 tools across 5 live servers, 30 tasks × 3 trials, judged answers (full grid · consolidation run):
Consolidation dominates both ends of the frontier: the selection surface is the cost lever, consolidation lifts accuracy everywhere. Every pass is a config toggle; pick the tradeoff per deployment.
git clone https://github.com/toolc-dev/toolc && cd toolc
pnpm install && pnpm -r test
# describe your federation
cp toolc.config.example.jsonc toolc.config.jsonc
# introspect it
node packages/cli/bin/toolc.mjs -c toolc.config.jsonc inspect
# compile (set ANTHROPIC_API_KEY for the rewrite/consolidate passes)
node packages/cli/bin/toolc.mjs -c toolc.config.jsonc compile
# serve the compiled surface over stdio (add to Claude as an MCP server)
node packages/cli/bin/toolc.mjs -c toolc.config.jsonc serve --mode compiled
A downstream can be an MCP server or a bare REST API:
{
"downstream": [
{ "id": "gh", "transport": { "type": "http", "url": "https://api.githubcopilot.com/mcp/" } },
{ "id": "nws", "transport": { "type": "openapi", "spec": "https://api.weather.gov/openapi.json" } }
]
}
See SELF_HOSTING.md for Docker deployment.
toolc.dev runs this same engine as a managed service: compiled HTTPS endpoints, a console with a playground and full-payload log explorer, docs-to-spec drafting, and error-driven fix recommendations.
packages/core: IR (Capability Graph), frontends (MCP, OpenAPI, docs synthesis), passes, emitpackages/gateway: runtime MCP server (mirror + compiled) with call logging and compactionpackages/cli: the toolc commandpackages/harness: benchmark runner, grading, reportspackages/shared: config schema, errorsThe engine (everything in this repository) is Apache-2.0, forever: anyone can compile and serve their own tool surfaces locally with the exact same compilation quality as the hosted product.
Optimizing compiler for agent tools: many MCP servers or REST APIs in, one lean endpoint out.
{ "mcpServers": { "dev.toolc-toolc": { "command": "npx", "args": [ "-y", "@toolc/[email protected]" ], "env": { "ANTHROPIC_API_KEY": "<secret>" } } }}Tools
Noch keine Tool-Liste. Remote-Server erhalten eine nach dem ersten Health-Check.
FAQ
Kopieren Sie auf dieser Seite die stdio-Konfiguration für Cursor, Claude Desktop, Claude Code oder VS Code. Sie nutzt die Installation des Herausgebers, keinen PlugMCP-Proxy.
Der Herausgeber nennt diese Umgebungsvariablen: ANTHROPIC_API_KEY.
Toolc läuft lokal über stdio.
Zuletzt geprüft: 2026-11-08. Optimizing compiler for agent tools: many MCP servers or REST APIs in, one lean endpoint out.